A Survey on IMU-and-Vision-based Human Pose Estimation for Rehabilitation

被引:0
|
作者
Niu, Yuan [1 ,2 ]
She, Jinhua [3 ]
Xu, Chi [1 ,2 ,4 ]
机构
[1] China Univ Geosci, Sch Automat, Wuhan 430074, Peoples R China
[2] Hubei Key Lab Adv Control & Intelligent Automat C, Wuhan 430074, Peoples R China
[3] Tokyo Univ Technol, Sch Engn, Hachioji, Tokyo 1920982, Japan
[4] Minist Educ, Engn Res Ctr Intelligent Technol Geoexplorat, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Human Pose Estimation; IMU; Computer Vision; Rehabilitation Therapy; INERTIAL SENSORS; UPPER-LIMB; SYSTEM; MOTION; RECOVERY; STROKE; VIDEO;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the rapid development of human pose estimation, the human-pose-estimation method applied in rehabilitation therapy has attracted more and more attention in today's aging society. Among them, inertial measurement units (IMU) and computer vision are two significant methods for human pose estimation. We mainly pay attention to the application of these two methods in the rehabilitation therapy field. In this paper, we first summarize the research status of IMU and computer vision in the field of rehabilitation therapy. Subsequently, we find that combining the two methods can produce better results. Finally, the main problems of the current research and possible development directions are identified.
引用
收藏
页码:6410 / 6415
页数:6
相关论文
共 50 条
  • [21] Human pose estimation based in-home lower body rehabilitation system
    Li, Ying
    Wang, Chenxi
    Cao, Yu
    Liu, Benyuan
    Tan, Joanna
    Luo, Yan
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [22] A comprehensive survey on human pose estimation approaches
    Shradha Dubey
    Manish Dixit
    Multimedia Systems, 2023, 29 : 167 - 195
  • [23] Egocentric Pose Estimation from Human Vision Span
    Jiang, Hao
    Ithapu, Vamsi Krishna
    2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021), 2021, : 10986 - 10994
  • [24] A comprehensive survey on human pose estimation approaches
    Dubey, Shradha
    Dixit, Manish
    MULTIMEDIA SYSTEMS, 2023, 29 (01) : 167 - 195
  • [25] Tightly Coupled UWB/IMU Pose Estimation
    Hol, Jeroen D.
    Dijkstra, Fred
    Luinge, Henk
    Schon, Thomas B.
    2009 IEEE INTERNATIONAL CONFERENCE ON ULTRA-WIDEBAND (ICUWB 2009), 2009, : 688 - +
  • [26] A survey on joint object detection and pose estimation using monocular vision
    Patil, Aniruddha V.
    Rabha, Pankaj
    2018 INTERNATIONAL JOINT CONFERENCE ON METALLURGICAL AND MATERIALS ENGINEERING (JCMME 2018), 2019, 277
  • [27] Pose Estimation for Multicopters Based on Monocular Vision and AprilTag
    Guo Zhenglong
    Qiang, Fu
    Quan, Quan
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 4717 - 4722
  • [28] Pose Estimation for Multicopters Based on Ground Monocular Vision
    Fu, Qiang
    He, Wei
    Huang, Haifeng
    2018 3RD IEEE INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (IEEE ICARM), 2018, : 583 - 587
  • [29] Vision Transformer-based pilot pose estimation
    Wu, Honglan
    Liu, Hao
    Sun, Youchao
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2024, 50 (10): : 3100 - 3110
  • [30] Vision-based hand pose estimation: A review
    Erol, Ali
    Bebis, George
    Nicolescu, Mircea
    Boyle, Richard D.
    Twombly, Xander
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2007, 108 (1-2) : 52 - 73